mcp
Sorted by GitHub stars, which measures attention rather than fitness. Read the release date and the commit count next to it before picking one.
| Tool | Stars |
|---|---|
Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically. no licence · released 2026-02-17 | n/a |
MCP server for Statistics Sweden (SCB) - 1200+ tables with population, economy, environment data no licence · released 2025-11-28 | n/a |
Easy and stylish presentation slide generator. no licence · released 2025-09-12 | n/a |
Official MCP server for Scorezilla — add a leaderboard to your game from your AI coding assistant. no licence · released 2026-06-22 | n/a |
Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, reports. no licence · released 2026-09-03 | n/a |
MCP server for persistent, searchable memory for AI agents. no licence · released 2026-09-03 | n/a |
Give brains to your small models. MCP server enforcing step-by-step Chain-of-Thought. no licence · released 2026-05-07 | n/a |
Install the IssueCapture bug reporting widget for Jira. Auto-detects your framework. no licence · released 2026-04-09 | n/a |
Dynamic context loading for AI assistants with TDD workflow and AST analysis no licence · released 2026-04-24 | n/a |
Claws Mail plugin exposing the running mail client over a local, bearer-token MCP endpoint. no licence · released 2026-07-28 | n/a |
78 tools to administer Jira Cloud: issues, fields, workflows, permissions, projects, bulk ops. no licence · released 2026-06-23 | n/a |
Access your Convo meetings, transcripts, summaries, and action items from any AI assistant. no licence · released 2026-04-20 | n/a |
Hiring-intent signals for B2B sales/GTM: turn live job postings into buying signals. no licence · released 2026-07-01 | n/a |
GPT Image 2 MCP server backed by Polza media and storage APIs. no licence · released 2026-06-15 | n/a |
Three-model MCP server returning Grok, Gemini, and DeepSeek outputs for Claude. no licence · released 2026-04-22 | n/a |
Nano Banana MCP server backed by Polza media and storage APIs. no licence · released 2026-04-22 | n/a |
Perplexity MCP server backed by the Polza.ai chat completions API. no licence · released 2026-04-22 | n/a |
Seedance video generation MCP server for Polza.ai. no licence · released 2026-04-22 | n/a |
Issue and manage Apple Wallet & Google Wallet passes from any AI assistant. no licence · released 2026-04-12 | n/a |
A Jira-lite MCP server that guides planning-first workflows for AI-assisted development. no licence · released 2026-08-18 | n/a |
UK car repair and servicing cost ranges per car model, in GBP, from PriceMyRepair. no licence · released 2026-09-04 | n/a |
An MCP server that provides Bitcoin price data from Binance API no licence · released 2025-09-23 | n/a |
AI image and video generation, editing, and region repair via Gemini, OpenAI, and Grok. no licence · released 2026-05-26 | n/a |
Verify ANZ businesses against government registers. Surfaces cross-jurisdictional findings. no licence · released 2026-03-06 | n/a |
🔍 Read-only MCP server for secure filesystem exploration, searching, and analysis no licence · released 2025-12-12 | n/a |
Intelligent web content fetcher MCP server that converts HTML to clean, AI-readable JSONL format no licence · released 2025-12-10 | n/a |
Invoke CLI agents (Codex, Claude, OpenCode) as MCP tools with parallel execution no licence · released 2026-08-11 | n/a |
MCP server for Roku device automation — deploy, ECP control, screenshots, and debug console no licence · released 2026-03-26 | n/a |
本地 Markdown 到 Word 文档转换工具，支持最新 MCP 协议特性、完整的页眉页脚页码功能、增强的表格功能、数据导入和数学公式支持，修复本地相对路径图片嵌入问题 no licence · released 2025-12-12 | n/a |
MCP server for scanner discovery and batch capture via SANE no licence · released 2026-07-22 | n/a |
AI-powered meme token launch service on Solana/pump.fun with bundled buys and Jito speed no licence · released 2026-04-12 | n/a |
Reputation scoring for AI agent wallets on Base. Trust scores, fraud checks, x402. no licence · released 2026-02-25 | n/a |
CacheTank MCP server gives every AI tool your personal context so you never start from zero. no licence · released 2026-04-11 | n/a |
MCP instruction indexing server with search, CRUD, validation, and cross-repo knowledge promotion. no licence · released 2026-06-09 | n/a |
MCP server fronting a self-hosted coordination-bus HTTP API: post/read/claim/release/heartbeat. no licence · released 2026-07-24 | n/a |
Windows desktop-control MCP server: screenshot, window mgmt, mouse/keyboard input, recording. no licence · released 2026-07-24 | n/a |
MCP server for the Discord REST API: 5 read tools always on, 7 write tools env-gated, default off. no licence · released 2026-08-19 | n/a |
MCP server for the GitHub REST API: issues, PRs, repos; read always on, write env-gated. no licence · released 2026-07-24 | n/a |
Manifest-driven MCP server scaffolder and runtime hub for tool integrations. no licence · released 2026-08-19 | n/a |
Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings. no licence · released 2026-07-24 | n/a |
Default-deny action registry, append-only spend ledger, and human sign-off audit trail (MCP tools). no licence · released 2026-07-24 | n/a |
Read-only ops/health MCP server for a local vLLM instance: health tiers, GPU/VRAM, service status. no licence · released 2026-07-24 | n/a |
Create and modify Font Proof documents programmatically (PDF font proofs, live from Glyphs.app). no licence · released 2026-06-12 | n/a |
Provenance-first web + SEC EDGAR data for AI agents: every fact carries its verifiable source. no licence · released 2026-06-10 | n/a |
MCP server for Fortnox Swedish accounting API integration no licence · released 2026-01-25 | n/a |
MCP server for Draw Things - local AI image generation on Mac no licence · released 2026-01-01 | n/a |
Free lockfile malware check plus paid behavioral scan of packages, agent skills and MCP tools. no licence · released 2026-08-31 | n/a |
MCP server providing monkey data, journeys, and location services for various monkey species. no licence · released 2025-10-07 | n/a |
Make money with x402. See what's earning, find profitable gaps, and price your service right. no licence · released 2026-03-11 | n/a |
Find where the money is in AI services. See what's earning and find market gaps. no licence · released 2026-03-05 | n/a |
Robinhood Chain (4663) caller accuracy + token intel, graded vs real price since genesis. x402-paid no licence · released 2026-08-29 | n/a |
Durable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres. no licence · released 2026-04-12 | n/a |
Manage crypto payments, stores, digital products, and orders via InventPay no licence · released 2026-03-09 | n/a |
Czech company registry MCP that reads filed PDF financial statements — keyless, agent-native. no licence · released 2026-08-01 | n/a |
A Codex stdio MCP server that generates repo-local tldraw diagrams and detects code graph drift. no licence · released 2026-08-05 | n/a |
Philippine property listings, transfer costs, and real estate legal info via lupaph.com. no licence · released 2026-07-07 | n/a |
MCP server for the Handbook API – manage handbook entries via CRUD, overview and tag search. no licence · released 2026-03-06 | n/a |
Janus concierge: ask about, price, check, and request a private Kinematic Drive over MCP. no licence · released 2026-07-16 | n/a |
Fast - accurate weather conditions and forecasts by city or coordinates. no licence · released 2026-03-27 | n/a |
Manage CronAlert uptime monitors, check results, and incidents from any MCP client. no licence · released 2026-03-10 | n/a |
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